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False discoveries in the performance of Australian managed funds

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  • Kim, Sangbae
  • In, Francis
  • Ji, Philip Inyeob
  • Park, Raphael Jonghyeon

Abstract

This paper examines the performance of Australian managed funds by adopting the false discovery rate (FDR). Comparing the estimation results between the four-factor model and the conditional model reveals that the use of conditioning information improves the performance of Australian managed funds, shifting the distribution of alphas to the right. This result is robust to the adoption of the residual-only bootstrap procedure. In addition, when we adopt the conditional model to examine performance persistence by controlling the FDR, we find that Australian managed funds do not exhibit performance persistence.

Suggested Citation

  • Kim, Sangbae & In, Francis & Ji, Philip Inyeob & Park, Raphael Jonghyeon, 2014. "False discoveries in the performance of Australian managed funds," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 244-256.
    • Handle: RePEc:eee:pacfin:v:26:y:2014:i:c:p:244-256
    DOI: 10.1016/j.pacfin.2013.09.005
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    References listed on IDEAS

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    1. Kathryn A. Holmes & Robert W. Faff, 2004. "Stability, Asymmetry and Seasonality of Fund Performance: An Analysis of Australian Multi‐sector Managed Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(3‐4), pages 539-578, April.
    2. Elton, Edwin J & Gruber, Martin J & Blake, Christopher R, 1996. "Survivorship Bias and Mutual Fund Performance," Review of Financial Studies, Society for Financial Studies, vol. 9(4), pages 1097-1120.
    3. Laurent Barras & Olivier Scaillet & Russ Wermers, 2010. "False Discoveries in Mutual Fund Performance: Measuring Luck in Estimated Alphas," Journal of Finance, American Finance Association, vol. 65(1), pages 179-216, February.
    4. Richard Heaney & Terry Hallahan & Thomas Josev & Heather Mitchell, 2007. "Time-Changing Alpha? The Case of Australian International Mutual Funds," Australian Journal of Management, Australian School of Business, vol. 32(1), pages 95-112, June.
    5. Kathryn A. Holmes & Robert W. Faff, 2004. "Stability, Asymmetry and Seasonality of Fund Performance: An Analysis of Australian Multi‐sector Managed Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(3‐4), pages 539-578, April.
    6. Goetzmann, William N. & Ingersoll, Jonathan & Ivković, Zoran, 2000. "Monthly Measurement of Daily Timers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 257-290, September.
    7. Gharghori, Philip & Mudumba, Shifali & Veeraraghavan, Madhu, 2007. "How smart is money? An investigation into investor behaviour in the Australian managed fund industry," Pacific-Basin Finance Journal, Elsevier, vol. 15(5), pages 494-513, November.
    8. Avramov, Doron & Wermers, Russ, 2006. "Investing in mutual funds when returns are predictable," Journal of Financial Economics, Elsevier, vol. 81(2), pages 339-377, August.
    9. Robert Kosowski & Allan Timmermann & Russ Wermers & Hal White, 2006. "Can Mutual Fund “Stars” Really Pick Stocks? New Evidence from a Bootstrap Analysis," Journal of Finance, American Finance Association, vol. 61(6), pages 2551-2595, December.
    10. Cuthbertson, Keith & Nitzsche, Dirk & O'Sullivan, Niall, 2008. "UK mutual fund performance: Skill or luck?," Journal of Empirical Finance, Elsevier, vol. 15(4), pages 613-634, September.
    11. Sawicki, Julia & Ong, Fred, 2000. "Evaluating managed fund performance using conditional measures: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 8(3-4), pages 505-528, July.
    12. Brown, Stephen J, et al, 1992. "Survivorship Bias in Performance Studies," Review of Financial Studies, Society for Financial Studies, vol. 5(4), pages 553-580.
    13. Keith Cuthbertson & Dirk Nitzsche & Niall O'Sullivan, 2012. "False Discoveries in UK Mutual Fund Performance," European Financial Management, European Financial Management Association, vol. 18(3), pages 444-463, June.
    14. Eugene F. Fama & Kenneth R. French, 2010. "Luck versus Skill in the Cross‐Section of Mutual Fund Returns," Journal of Finance, American Finance Association, vol. 65(5), pages 1915-1947, October.
    15. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    16. Russ Wermers, 1999. "Mutual Fund Herding and the Impact on Stock Prices," Journal of Finance, American Finance Association, vol. 54(2), pages 581-622, April.
    17. Pinnuck, Matt, 2003. "An Examination of the Performance of the Trades and Stock Holdings of Fund Managers: Further Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(4), pages 811-828, December.
    18. Dimitris Politis & Halbert White, 2004. "Automatic Block-Length Selection for the Dependent Bootstrap," Econometric Reviews, Taylor & Francis Journals, vol. 23(1), pages 53-70.
    19. Chris Bilson & Angela Frino & Richard Heaney, 2005. "Australian retail fund performance persistence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 45(1), pages 25-42, March.
    20. Ferson, Wayne E & Schadt, Rudi W, 1996. "Measuring Fund Strategy and Performance in Changing Economic Conditions," Journal of Finance, American Finance Association, vol. 51(2), pages 425-461, June.
    21. Christopherson, Jon A & Ferson, Wayne E & Glassman, Debra A, 1998. "Conditioning Manager Alphas on Economic Information: Another Look at the Persistence of Performance," The Review of Financial Studies, Society for Financial Studies, vol. 11(1), pages 111-142.
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    Cited by:

    1. Dimitrios Koutmos & Bochen Wu & Qi Zhang, 2020. "In search of winning mutual funds in the Chinese stock market," Review of Quantitative Finance and Accounting, Springer, vol. 54(2), pages 589-616, February.
    2. Yi, Li & He, Lei, 2016. "False discoveries in style timing of Chinese mutual funds," Pacific-Basin Finance Journal, Elsevier, vol. 38(C), pages 194-208.
    3. Humphrey, Jacquelyn E. & Benson, Karen L. & Low, Rand K.Y. & Lee, Wei-Lun, 2015. "Is diversification always optimal?," Pacific-Basin Finance Journal, Elsevier, vol. 35(PB), pages 521-532.

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    More about this item

    Keywords

    Australian managed fund; Performance; False discovery rate; Bootstrap;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

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